Vaccines probably reduce the chance of a new variant.

A lower viral load means a lower probability of a mutation happening, given that the number of mutations is proportional to the load over time.

There's some small chance that the opposite is true, and vaccines will mean deadly strains are more easily spread since the person is more likely to be asymptomatic or low-symptoms and will therefore not isolate.

But on net we expect vaccines to prevent variants.